PaulineWang183/daytrace
A local-first AI desktop planning assistant that turns goals into executable time.
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#771
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
daytrace gained 10 stars in the last 30 days, about 1 a day, and now has 107. It is about 1 year old and has averaged roughly 107 stars a year. It ranks #771 among Python repositories and #6,596 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#568
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
daytrace has maintained a continuous presence across global trending indexes, peaking at #568. Below is the 30-day activity profile:
💡 Overview
daytrace is an open-source project written in Python: A local-first AI desktop planning assistant that turns goals into executable time.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-agent, app, scheduling. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install daytrace⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
daytrace coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with daytrace.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install daytrace using your package manager: `pip install daytrace`
Initialize your project workspace or configuration file for daytrace.
Import daytrace into your codebase or invoke it directly from your terminal.
Execute your test suite or run `daytrace --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
PaulineWang183/daytrace is currently ranked #6,596 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,578 | fzakaria/omniflake | Python | ★ 108 | Compare ↗ |
| #6,578 | keltokhy/jgrep | Python | ★ 108 | Compare ↗ |
| #6,578 | Guo-Yixin/coding-agent | Python | ★ 108 | Compare ↗ |
| #6,578 | iamyoki/qwen-image-2.1-skill | Python | ★ 108 | Compare ↗ |
| #6,578 | angel291592/Intent-Router | Python | ★ 108 | Compare ↗ |
| #6,596 | PaulineWang183/daytrace This Project | Python | ★ 107 | |
| #6,596 | ELLIOTTCABLE/git-blog | Ruby | ★ 107 | Compare ↗ |
| #6,596 | dustin/twitty-twister | Python | ★ 107 | Compare ↗ |
| #6,596 | theforeman/puppet-foreman | Ruby | ★ 107 | Compare ↗ |
| #6,596 | voxpupuli/modulesync | Ruby | ★ 107 | Compare ↗ |
| #6,596 | ProjectSidewalk/SidewalkWebpage | JavaScript | ★ 107 | Compare ↗ |
Frequently Asked Questions
What does daytrace do? +
A local-first AI desktop planning assistant that turns goals into executable time.
What language is daytrace written in? +
The primary language is Python. Topics include: ai-agent, app, scheduling, time-management.
Is daytrace actively maintained? +
Yes, the last recorded push was on Aug 28, 2026 with 0 open issues being tracked.
How many stars does daytrace have? +
daytrace has 107 stars and 0 forks on GitHub.
How does daytrace rank among GitHub repositories? +
With 107 stars, PaulineWang183/daytrace is ranked #6,596 globally across all repositories tracked on GitHubRepo and #771 among Python projects.
What license is daytrace distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
